Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9506257 | 0.7861603 | 0.4804969 |
| bt | 0.7744315 | 0.4452219 | 0.1471710 |
| maxnet | 0.7672066 | 0.4247725 | NA |
| gam | 0.7886954 | 0.4699808 | 0.2062059 |
| glm | 0.7315977 | 0.4041794 | 0.1324618 |